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在整个课程（说明和评估）中使用的语言。
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课程长度必需的
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探索 Regression 课程目录
状态：免费试用DeepLearning.AI
您将获得的技能: 机器学习算法, 人工智能和机器学习（AI/ML）, 监督学习, 人工神经网络, 应用机器学习, 性能调整, 深度学习, 张力流
状态：免费试用Vanderbilt University
您将获得的技能: 创造性思维, 数据分析, Prompt Engineering, 数据展示, 验证和确认, 人工智能和机器学习（AI/ML）, 信息管理, 大型语言模型, 文件管理, 负责任的人工智能, ChatGPT, 人工智能, 解决问题, 构思, LLM 申请, 生产率, 提示模式, 风险管理框架, OpenAI, 生成式人工智能
状态：免费试用DeepLearning.AI
您将获得的技能: 机器学习, 人工神经网络, 时间序列分析和预测, 数据处理, Keras（神经网络库）, 预测, 深度学习, 预测建模, 张力流, Machine Learning 方法
状态：免费试用Duke University
您将获得的技能: R (Software), R Programming, Data Visualization Software, Data Visualization, Data Science, Ggplot2, Statistical Visualization, Tidyverse (R Package), Data Analysis, Data Wrangling, Statistical Programming, Data Transformation, Exploratory Data Analysis, Data-Driven Decision-Making, Descriptive Statistics, Statistical Analysis, Data Manipulation, Statistics, Probability & Statistics, GitHub
状态：新您将获得的技能: Forecasting, Predictive Modeling, Data Manipulation, Anomaly Detection, Pandas (Python Package), Exploratory Data Analysis, Data Cleansing
状态：新您将获得的技能: Calculus, Applied Mathematics, NumPy, Tensorflow, Machine Learning, Python Programming, Derivatives, Algorithms, Development Environment
状态：免费试用您将获得的技能: SAS (Software), Forecasting, Time Series Analysis and Forecasting, Statistical Methods, Predictive Modeling, Automation, Anomaly Detection, Data Processing, Data Transformation, Object Oriented Programming (OOP)
状态：预览IIT Roorkee
您将获得的技能: Linear Algebra, Machine Learning Algorithms, NumPy, Dimensionality Reduction, Machine Learning, Data Science, Advanced Mathematics, Applied Mathematics, Python Programming
总之，以下是 8 最受欢迎的 regression 课程
- 改进深度神经网络：超参数调整、正则化和优化: DeepLearning.AI
- Prompt Engineering: Vanderbilt University
- 序列、时间序列和预测: DeepLearning.AI
- Data Visualization and Transformation with R: Duke University
- Time Series Forecasting with Facebook Prophet in Python: Packt
- Matrix Calculus for Data Science & Machine Learning: Packt
- Building a Large-Scale, Automated Forecasting System: SAS
- Linear Algebra Basics: IIT Roorkee
